Non-Gaussian Limit Theorem for Non-Linear Langevin Equations Driven by L\'evy Noise
Probability
2018-07-23 v2
Abstract
In this paper, we study the small noise behaviour of solutions of a non-linear second order Langevin equation , , driven by symmetric non-Gaussian L\'evy processes . This equation describes the dynamics of a one-degree-of-freedom mechanical system subject to non-linear friction and noisy vibrations. For a compound Poisson noise, the process on the macroscopic time scale has a natural interpretation as a non-linear filter which responds to each single jump of the driving process. We prove that a system driven by a general symmetric L\'evy noise exhibits essentially the same asymptotic behaviour under the principal condition , where is the ``uniform'' Blumenthal--Getoor index of the family .
Cite
@article{arxiv.1707.01958,
title = {Non-Gaussian Limit Theorem for Non-Linear Langevin Equations Driven by L\'evy Noise},
author = {Alexei Kulik and Ilya Pavlyukevich},
journal= {arXiv preprint arXiv:1707.01958},
year = {2018}
}
Comments
35 pages, 3 figures